from camel.retrievers import AutoRetriever
from camel.types import StorageType

ar = AutoRetriever(
    vector_storage_local_path="camel/retrievers",
    storage_type=StorageType.QDRANT,
)

retrieved_info = ar.run_vector_retriever(
    contents=["https://www.camel-ai.org/"],   # One or many URLs/files
    query="What is CAMEL-AI",
    return_detailed_info=True,
)
print(retrieved_info)